On the Value of Virtual Currencies Staff working paper 2016-42 Wilko Bolt, Maarten van Oordt This paper develops an economic framework to analyze the exchange rate of virtual currency. Three components are important: first, the current use of virtual currency to make payments; second, the decision of forward-looking investors to buy virtual currency (thereby effectively regulating its supply); and third, the elements that jointly drive future consumer adoption and merchant acceptance of virtual currency. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E42, E5, E51, F, F3, F31, G, G1 Research Theme(s): Financial markets and funds management, Market functioning, Money and payments, Digital assets and fintech, Payment and financial market infrastructures
Natural disasters and inflation in Canada Staff analytical note 2025-8 Thibaut Duprey, Victoria Fernandes How do storms, floods and wildfires affect consumer prices? In the short term, natural disasters can significantly increase volatility in Canada-wide inflation. Over the long term, natural disasters influence inflation in shelter prices, especially when provincial output is already weak relative to trend. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E3, E31, Q, Q5, Q54 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Structural challenges, Climate change
June 21, 2006 Financial System Review - June 2006 The financial system makes an important contribution to the welfare of all Canadians. The ability of households and firms to confidently hold and transfer financial assets is one of the fundamental building blocks of the Canadian economy. Content Type(s): Publications, Financial Stability Report
February 23, 2021 Canada’s labour market: rebound, recuperation and restructuring Remarks (delivered virtually) Tiff Macklem Edmonton Chamber of Commerce and Calgary Chamber of Commerce Calgary, Alberta, Edmonton, Alberta Governor Tiff Macklem talks about the COVID-19 pandemic and major economic forces are affecting the labour market, and the need for all groups to benefits from the recovery. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Funds management, Monetary policy, Economy/Economic growth, Inflation targeting framework
Challenges in Implementing Worst-Case Analysis Staff working paper 2018-47 Jon Danielsson, Lerby Ergun, Casper G. de Vries Worst-case analysis is used among financial regulators in the wake of the recent financial crisis to gauge the tail risk. We provide insight into worst-case analysis and provide guidance on how to estimate it. We derive the bias for the non-parametric heavy-tailed order statistics and contrast it with the semi-parametric extreme value theory (EVT) approach. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C0, C01, C1, C14, C5, C58 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods
December 27, 2005 An Empirical Analysis of Foreign Exchange Reserves in Emerging Asia Financial System Review - December 2005 Marc-André Gosselin, Nicolas Parent Content Type(s): Publications, Financial System Review articles
Analysis of Asymmetric GARCH Volatility Models with Applications to Margin Measurement Staff working paper 2018-21 Elena Goldman, Xiangjin Shen We explore properties of asymmetric generalized autoregressive conditional heteroscedasticity (GARCH) models in the threshold GARCH (GTARCH) family and propose a more general Spline-GTARCH model, which captures high-frequency return volatility, low-frequency macroeconomic volatility as well as an asymmetric response to past negative news in both autoregressive conditional heteroscedasticity (ARCH) and GARCH terms. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C58, G, G1, G19, G2, G23, G28 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods, Money and payments, Payment and financial market infrastructures
The Side Effects of Safe Asset Creation Staff working paper 2021-34 Sushant Acharya, Keshav Dogra The secular decline in real interest rates has created a challenge for monetary policy, now confronting the zero lower bound more often. An increase in the supply of safe assets reduces downward pressure on the natural interest rate. This allows monetary policy to reach price stability and full employment, but not without cost—permanently lower investment. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E4, E5, G, G1, H, H6 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy tools and implementation
June 18, 2008 House Prices and Consumer Spending Bank of Canada Review - Summer 2008 Kimberly Beaton, Sylvie Morin, Ilan Kolet Flood, Morin, and Kolet examine the role of house prices in household consumption decisions. Considering a group of advanced economies, the authors find that the strength of the link between house prices and consumer spending depends on the institutional features of national mortgage markets. Content Type(s): Publications, Bank of Canada Review articles
May 13, 2014 The Canadian Dollar as a Reserve Currency Bank of Canada Review - Spring 2014 Lukasz Pomorski, Francisco Rivadeneyra, Eric Wolfe This article provides an overview of the growth of Canadian-dollar-denominated assets in official foreign reserves. Based on International Monetary Fund data and on internal Bank of Canada analysis, we estimate that the total reserve holdings of Canadian-dollar assets increased from negligible levels before 2008 to around US$200 billion in the third quarter of 2013. We discuss the determinants of this increase, as well as its potential impact on Canadian debt markets, for example, lower yields and therefore reduced financing costs for the Government of Canada, and the possible negative impact on market liquidity. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E5, E58, F, F3, F31, G, G1, G12